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1. sklearn-expertsys sklearn-expertsys Public

   Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models

   Python 488 72

2. semisup-learn semisup-learn Public

   Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

   Python 502 155

3. highdimensional-decision-boundary-plot highdimensional-decision-boundary-plot Public

   Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compatible)

   Python 229 30

4. sklearn-random-rotation-ensembles sklearn-random-rotation-ensembles Public

   Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)

   Python 43 6

5. ROS-road-line-junction-extraction ROS-road-line-junction-extraction Public

   3D road line extraction, bird's-eye view projection, and junction detection for ROS stereo images

   Python 34 9

6. sklearn-interpretable-tree sklearn-interpretable-tree Public

   Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)

   Python 47 5